Record, CLM, bronze and silver
CLM-423592
Received 2026-02-21T16:59:56Z, line 77,199 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Kevin | Kevin | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 1994-08-20 | 1994-08-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-44191-84 | UHC-44191-84 | Unchanged |
| SSN | •••-••-7405 | •••-••-7405 | Unchanged |
| Phone | 659.398.6444 | 6593986444 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | ·8045 BROADWAY | 8045 Broadway | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85252·· | 85252 | Changed |
| Group | ·null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- kevin|singh
- Address key
- 8045|broadway|85252
- Canonical first
- kevin
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-423591 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26947 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423590 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130866 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423589 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004924
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kevin Singh, 1994-08-20, 6 records, Verified
Evidence
Matched against ENR-130866
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically363926d9c92026-10-22 12:43:53, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically7563f2c9072026-10-19 19:54:38, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically3bec95ce592026-10-19 19:52:08, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically83490bdeaa2026-10-19 19:45:42, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically68c7f4cd9b2026-10-19 19:32:31, matching_agentidentity id MBR-004924, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130866
- Record linked automatically77dae4fc602026-10-19 19:31:28, scoring_agentidentity id MBR-000914, confidence 0.994, method probabilistic, matched record TPA-60377, policy version 1